Towards the Unification and Robustness of
Perturbation and Gradient Based Explanations
Sushant Agarwal 1 Shahin Jabbari 2 Chirag Agarwal 2 * Sohini Upadhyay 2 *
Zhiwei Steven Wu 3 Himabindu Lakkaraju 2
Abstract can understand and consequently trust their functionality.
As machine learning black boxes are increasingly Only if decision makers have a clear picture of the behav-
being deployed in critical domai ...
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